ASTERXOR / Lab

Lab

Small experiments, real results, and the useful questions they leave behind.

26 stories to explore

Synthetic six-node network with a gold 6-kilometre route taking 30 minutes and a blue 10-kilometre route taking 10 minutes.
Lab

Why the shortest route can make you late

A tiny road network reveals the question hiding inside every “best route.”

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Three equal-sized generated images: flat gold, smooth gradient and random RGB, shown as a side-by-side triptych.
Lab

Why two identical-sized images weigh so differently

The dimensions tell you how many pixels exist. The file size tells you something about how those pixels can be described.

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A gold stippled planet with a slanted ring on a navy background, drawn from 32,000 weighted random samples.
Lab

When random dots learn the shape of a planet

A probability map can turn scattered points into a deliberate image, without a trained model.

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Twenty-three points form a ring, with two gold points joined across it.
Lab

A room fills with coincidences faster than you expect

Twenty-three people are enough to tip a familiar probability past one half. The surprise is hidden in how many pairs you are comparing.

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Two pairs of rising bars sit beside a falling line.
Lab

When both groups improve but the total gets worse

A success rate can fall even while every group inside it performs better. The changing mix supplies the missing explanation.

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A row of blue and gold dots approaches a single vertical service gate.
Lab

Why the last bit of spare capacity matters

A queue does not grow politely in proportion to demand. Random arrivals make the last slice of spare capacity unusually valuable.

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Ten blue observations cluster together while one large gold observation sits far away.
Lab

The average that describes almost nobody

One very large value can move a mean far from the crowded middle. That does not make the mean wrong, but it changes what it is useful for.

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Gold and blue dots occupy equal halves of a compact grid.
Lab

A very accurate alarm can still be wrong most of the time

The fraction of real events among alerts depends on how rare the event was before the alarm rang.

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Three gold horizontal intervals share a centre but have different widths.
Lab

Ten votes and a thousand votes do not say the same thing

A percentage describes the sample. An interval helps show how uncertain the underlying proportion remains.

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